优化配置下的LoRaWAN性能评估

R. Harwahyu, Alfan Presekal, R. F. Sari
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引用次数: 7

摘要

LoRaWAN是一种与协议栈规范相结合的接入技术,专门为物联网应用提供服务。物联网应用通常数据量小,传输频率低。然而,为物联网提供无线接入技术的挑战在于其大规模节点部署和功率受限传输的特点。在几种技术中,LoRaWAN承诺能够处理大量节点、更长的传输范围、更低的功耗以及更便宜的通信模块。本文针对这些声明对LoRa网络进行了性能评估。研究了网络在数据包传输率、每次传输的平均能耗和每个节点在冲突中平均浪费的能量方面的性能。考虑了一个现实的场景,并通过计算机模拟进行了可扩展性研究。结果表明,LoRa网络的性能在很大程度上取决于扩频因子、码率和频率选择的配置。所执行的实验表明,可以通过随机化频率选择和节点特定优化来最大化相对于其位置(即信道条件)和竞争严重性的数据速率,来减轻从纯ALOHA接入策略继承的限制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
LoRaWAN Performance Evaluation with Optimized Configuration
LoRaWAN is an access technology coupled with protocol stack specification which is exclusively presented to serve IoT application. IoT application commonly has small data and infrequent transmission. However, the challenge in presenting wireless access technology for IoT lies in its characteristic of massive node deployment and powerconstrained transmission. Among several technologies, LoRaWAN promises the ability to handle massive number of nodes, longer transmission range, lower power consumption, as well as cheaper communication module. This paper presents a performance evaluation of LoRa network in respect to those claims. The performance of the network in term of packet delivery ratio, average energy consumption per transmission and average energy wasted in collision per nodes are investigated. A realistic scenario is considered, and the scalability study is also conducted via computer simulation. The result shows that the performance of LoRa network is highly dependent to the configuration of spreading factor, coding rate, and frequency selection. The performed experiment shows that the limitation inherited from pure ALOHA access strategy can be alleviated by randomizing frequency selection and node-specific optimization to maximize data rate relative to its location (i.e. channel condition) and contention severity.
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期刊介绍: The topics covered by IJFGCN include the following:- -Communication Basic and Infrastructure: *Algorithms, Architecture, and Infrastructures *Communication protocols *Communication Systems *Telecommunications *Transmission TechniquesEtc. -Networks Basic and Management: *Network Management Techniques *Network Modeling and Simulation *Network Systems and Devices *Networks Security, Encryption and Cryptography *Wireless Networks, Ad-Hoc and Sensor Networks *Etc. -Multimedia Application: *Digital Rights Management *Documents Monetization and Interpretation *Management and Diffusion of Multimedia Applications *Multimedia Data Base *Etc. -Image, Video, Signal and Information Processing: *Analysis and Processing *Compression and Coding *Information Fusion *Rationing Methods and Data mining *Etc.
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